Optional native (Rust/PyO3) acceleration kernels for goldenmatch
Project description
goldenmatch-native
Optional native (Rust/PyO3) acceleration kernels for goldenmatch.
This is not a standalone package — it ships only the compiled abi3
extension that goldenmatch loads when present. Mirrors the
polars / polars-runtime split: the goldenmatch frontend stays a
pure-Python wheel, and the compiled runtime is distributed separately.
Install
pip install "goldenmatch[native]" # frontend + this runtime
Installing goldenmatch alone keeps the pure-Python paths; adding the
native extra pulls this package in and goldenmatch picks it up
automatically — no code change required. With the runtime present, the
auto-config planner routes simple/fast-box plans through the native Arrow
block-scorer (measured 1.7–3.7x faster at 1k–60k rows, identical clusters).
Set GOLDENMATCH_PLANNER_BUCKET=0 to force the pure-Python scoring path even
with the runtime installed.
What's inside
A single abi3 extension (goldenmatch_native._native) covering the gated
kernels: record fingerprinting, block scoring, pair generation, featurize, and
connected-components clustering. CPython 3.11+ on a per-platform wheel.
License
MIT.
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